Speaker adaptation based on MAP estimation using fuzzy controller

Yau Tarng Juang, Kuo Chang Huang, Ing Jr Ding

研究成果: 雜誌貢獻期刊論文同行評審

7 引文 斯高帕斯(Scopus)

摘要

This paper presents a technical speaker adaptation method called FCMAP, which incorporated an appropriate fuzzy logic controller into maximum a posteriori (MAP) to adapt the hidden Markov model parameters. Experimental results show that the speaker adaptation system using the FCMAP adaptation method outperforms that of the conventional MAP, especially when only few utterances from a new speaker are available for adaptation.

原文???core.languages.en_GB???
頁(從 - 到)2807-2813
頁數7
期刊Pattern Recognition Letters
24
發行號15
DOIs
出版狀態已出版 - 11月 2003

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